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. 2016 Feb 23:10:16.
doi: 10.3389/fncom.2016.00016. eCollection 2016.

On the Complexity of Brain Disorders: A Symptom-Based Approach

Affiliations

On the Complexity of Brain Disorders: A Symptom-Based Approach

Ahmed A Moustafa et al. Front Comput Neurosci. .

Abstract

Mounting evidence shows that brain disorders involve multiple and different neural dysfunctions, including regional brain damage, change to cell structure, chemical imbalance, and/or connectivity loss among different brain regions. Understanding the complexity of brain disorders can help us map these neural dysfunctions to different symptom clusters as well as understand subcategories of different brain disorders. Here, we discuss data on the mapping of symptom clusters to different neural dysfunctions using examples from brain disorders such as major depressive disorder (MDD), Parkinson's disease (PD), schizophrenia, posttraumatic stress disorder (PTSD) and Alzheimer's disease (AD). In addition, we discuss data on the similarities of symptoms in different disorders. Importantly, computational modeling work may be able to shed light on plausible links between various symptoms and neural damage in brain disorders.

Keywords: Parkinson’s disease; brain disorders; functional connectivity; major depressive disorder; neurotransmitters; posttraumatic stress disorder; regional brain volume; schizophrenia.

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Figures

Figure 1
Figure 1
A summary of the relationship between different symptoms in brain disorders discussed here, and corresponding neural abnormalities. A tick mark means the corresponding brain area plays a role in this symptom, while empty cells means either it does not, or no existing data on their relationship.

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References

    1. Abi-Dargham A. (2003). Probing cortical dopamine function in schizophrenia: what can D1 receptors tell us? World Psychiatry 2, 166–171. - PMC - PubMed
    1. Abi-Dargham A., Mawlawi O., Lombardo I., Gil R., Martinez D., Huang Y., et al. . (2002). Prefrontal dopamine D1 receptors and working memory in schizophrenia. J. Neurosci. 22, 3708–3719. - PMC - PubMed
    1. Adams R. A., Huys Q. J., Roiser J. P. (2016). Computational psychiatry: towards a mathematically informed understanding of mental illness. J. Neurol. Neurosurg. Psychiatry 87, 53–63. 10.1136/jnnp-2015-310737 - DOI - PMC - PubMed
    1. Albin R. L., Young A. B., Penney J. B. (1989). The functional anatomy of basal ganglia disorders. Trends Neurosci. 12, 366–375. 10.1016/0166-2236(89)90074-X - DOI - PubMed
    1. Allen P., Seal M. L., Valli I., Fusar-Poli P., Perlini C., Day F., et al. . (2011). Altered prefrontal and hippocampal function during verbal encoding and recognition in people with prodromal symptoms of psychosis. Schizophr. Bull. 37, 746–756. 10.1093/schbul/sbp113 - DOI - PMC - PubMed

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